What is the RAG Chatbot template?

It is an open-source Next.js AI template by Suhas Bhairav for building a retrieval-augmented document Q&A chatbot with OpenAI embeddings and citations.

Which embedding model does this template use?

The RAG Chatbot template is designed around OpenAI text-embedding-3-small for embeddings.

What can I build with this RAG template?

You can build knowledge-base assistants, document intelligence apps, support documentation chatbots, research copilots, and internal policy Q&A tools.

RAG Template

RAG Chatbot

RAG Chatbot is a Next.js AI template for document question answering. It demonstrates ingestion, chunking, OpenAI text embeddings, hybrid retrieval, cited answers, and evidence previews in one understandable project. Use it to prototype knowledge-base assistants, internal document copilots, support bots, research tools, or any AI app that needs grounded answers from uploaded text.

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Features

Document ingestion

Sentence-aware chunking

OpenAI embeddings

Hybrid retrieval

Clickable citations

Use cases

Knowledge base chatbotDocument intelligence appSupport documentation assistantResearch copilotInternal policy Q&A